That is me. And I put the best of all of those here: https://
alignednews.com (my AI collects tens of thousands of posts every day to make this news site).
SOFTWARE
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AI-Powered News Aggregator Curates Thousands Daily Posts
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EdgeClaw Reduces Token Usage 85% with New Skill System
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85% token reduction, that is what EdgeClaw's new skill system delivers compared to the standard Claude Code loading phase. Open source teams are shipping faster than the labs right now. See what they built: github.com/OpenBMB/EdgeClaw Yukun Yan (@AIYKun) 🚀 [OpenClaw x Claude Code DAY 3 – Almost Done!] 🚀 Three more CC features—including the highly requested Buddy—are now live in EdgeClaw 2.2! 🦞 Try it now: github.com/OpenBMB/EdgeClaw Here is what we shipped today: 👇 ⚡️ ClawXskills: Progressive, high-efficiency skill calling. The loading phase now consumes just 15% of the original tokens! 🧠 ClawXcontext: Hierarchical context compression with on-demand expansion. Say goodbye to context bloat and lost information! 🐾 ClawXBuddy: Draw a random "blind box" to get your own unique companion pet! (Warning: No abandoning allowed! 🙅♂️❤️) The reconstruction of CC features is complete, but EdgeClaw’s evolution has just begun. We will keep pushing boundaries! 🌊🚀 #ClaudeCode #OpenClaw #EdgeClaw #LLMs #OpenSource — https://nitter.net/AIYKun/status/2040061511809520006#m
→ View original post on X — @aihighlight, 2026-04-04 08:51 UTC
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Being a Software Engineer in 2026
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Being a Software Engineer in 2026: pic.twitter.com/R0BjGI67CF
— Charly Wargnier (@DataChaz) 4 avril 2026Being a Software Engineer in 2026:
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Best Local AI Model for Any Computer or Device
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What is the best local model to run on ANY computer or device? My AI answers:
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Codex App Server enables custom interfaces with ChatGPT integration
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I want to double down on that. Just ask Codex to build anything you want connecting to the Codex App Server. It’s very self-aware about it, and you can connect Codex to anything and talk to it from any UI you want to build! This is how the whole Codex Monitor thing started! Vaibhav (VB) Srivastav (@reach_vb) ICYMI: you can use your ChatGPT sub with OpenClaw, OpenCode, Pi, Cline and a lot more! Infact you can double down and build your own interfaces on top of the ChatGPT Sub via the Codex App Server too – it’s fully open source Enjoy your Claw & build things you want, when you want — https://nitter.net/reach_vb/status/2040314906180735259#m
→ View original post on X — @romainhuet, 2026-04-04 06:51 UTC
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Anthropic Addresses API Cache Costs and Subscription Concerns
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While I think what Anthropic does is sad for the ecosystem, I wanna give Boris credit for doing what he can to soften the fallout. Today's release will include some fixes for better cache use, to lower cost for API users. Boris Cherny (@bcherny) We're big fans of open source. I actually just put up a few PRs to improve prompt cache efficiency for OpenClaw specifically. This is more about engineering constraints. Our systems are highly optimized for one kind of workload, and to serve as many people as possible with the most intelligent models, we are continuing to optimize that. When you use an API key or overages it should still work. The issue was just subs. If you still want to cancel, we're giving full refunds. We know not everyone realized this isn't something we support, and this is an attempt to make it clear and explicit. — https://nitter.net/bcherny/status/2040213608064491525#m
→ View original post on X — @paulroetzer, 2026-04-04 05:22 UTC
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GitHub’s Explosive Growth: 14 Billion Commits Projected for 2026
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Kyle Daigle (@kdaigle) Yup, platform activity is surging. There were 1 billion commits in 2025. Now, it's 275 million per week, on pace for 14 billion this year if growth remains linear (spoiler: it won't.) GitHub Actions has grown from 500M minutes/week in 2023 to 1B minutes/week in 2025, and now 2.1B minutes so far this week. So we're pushing incredibly hard on more CPUs, scaling services, and strengthening GitHub’s core features. And as a fine purveyor of hand-crafted shit code for many years, I'm not gonna weigh in on that. 🤣 — https://nitter.net/kdaigle/status/2040164759836778878#m
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Running Gemma-4 Locally with Llama-Server and OpenClaw Integration
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llama-server -hf ggml-org/gemma-4-26b-a4b-it-GGUF:Q4_K_M openclaw onboard –non-interactive \ –auth-choice custom-api-key \ –custom-base-url "http://127.0.0.1:8080/v1" \ –custom-model-id "ggml-org-gemma-4-26b-a4b-gguf" \ –custom-api-key "llama.cpp" \ –secret-input-mode plaintext \ –custom-compatibility openai \ –accept-risk
→ View original post on X — @huggingface, 2026-04-04 00:22 UTC
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Team Switches to Hermes for Better Workflow
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I can’t afford, or have a need for, a bunch. Use whatever works. My team switched to Hermes because it is better for us.
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Ship Fast: Validate Real User Value Over Perfect Planning
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Ship and see if anyone gets value out of what you built. Boil the ocean approaches bug me